
import tempfile
import unittest
from pathlib import Path
from shutil import copyfile

from transformers import MaMaaaTokenizer, is_torch_available
from transformers.testing_utils import (
    get_tests_dir,
    nested_simplify,
    require_sentencepiece,
    require_tokenizers,
    require_torch,
    slow,
)
from transformers.utils import is_sentencepiece_available


if is_sentencepiece_available():
						from transformers.models.mam_aaa.tokenization_mam_aaa import VOCAB_FILES_NAMES, save_json

from ...test_tokenization_common import TokenizerTesterMixin


if is_sentencepiece_available():
						__a         =   get_tests_dir('fixtures/test_sentencepiece.model')


if is_torch_available():
						from transformers.models.mam_aaa.modeling_mam_aaa import shift_tokens_right

__a         =   1_2_8_0_2_2
__a         =   1_2_8_0_2_8
@require_sentencepiece
class 					lowercase__(							UpperCAmelCase					,		unittest.TestCase				):



	"""simple docstring"""




	a     :Any       	=      MaMaaaTokenizer
	a     :Optional[int]       	=      False
	a     :Optional[int]       	=      False
	a     :List[str]       	=      True
	def 		_lowercase    (			self    :     List[str]			)			->	Dict:
					super().setUp()

					lowercase_	    =   ['''</s>''', '''<unk>''', '''▁This''', '''▁is''', '''▁a''', '''▁t''', '''est''', '''\u0120''', '''<pad>''']
					lowercase_	    =   dict(zip(SCREAMING_SNAKE_CASE_			,				range(len(SCREAMING_SNAKE_CASE_			)			)			)			)
					lowercase_	    =   Path(self.tmpdirname			)
					save_json(SCREAMING_SNAKE_CASE_			,				save_dir / VOCAB_FILES_NAMES['''vocab_file''']			)
					if not (save_dir / VOCAB_FILES_NAMES["spm_file"]).exists():
									copyfile(SCREAMING_SNAKE_CASE_			,				save_dir / VOCAB_FILES_NAMES['''spm_file''']			)

					lowercase_	    =   MaMaaaTokenizer.from_pretrained(self.tmpdirname			)
					tokenizer.save_pretrained(self.tmpdirname			)
	def 		_lowercase    (			self    :     List[Any]			,				**SCREAMING_SNAKE_CASE_    :     List[Any]			)			->	Optional[int]:
					return MaMaaaTokenizer.from_pretrained(self.tmpdirname			,				**SCREAMING_SNAKE_CASE_			)
	def 		_lowercase    (			self    :     int			,				SCREAMING_SNAKE_CASE_    :     List[Any]			)			->	Dict:
					return (
					    "This is a test",
					    "This is a test",
					)
	def 		_lowercase    (			self    :     Union[str, Any]			)			->	Dict:
					lowercase_	    =   '''</s>'''
					lowercase_	    =   0

					self.assertEqual(self.get_tokenizer()._convert_token_to_id(SCREAMING_SNAKE_CASE_			)			,				SCREAMING_SNAKE_CASE_			)
					self.assertEqual(self.get_tokenizer()._convert_id_to_token(SCREAMING_SNAKE_CASE_			)			,				SCREAMING_SNAKE_CASE_			)
	def 		_lowercase    (			self    :     Tuple			)			->	Optional[Any]:
					lowercase_	    =   self.get_tokenizer()
					lowercase_	    =   list(tokenizer.get_vocab().keys()			)

					self.assertEqual(vocab_keys[0]			,				'''</s>'''			)
					self.assertEqual(vocab_keys[1]			,				'''<unk>'''			)
					self.assertEqual(vocab_keys[-1]			,				'''<s>'''			)
					self.assertEqual(len(SCREAMING_SNAKE_CASE_			)			,				tokenizer.vocab_size + len(tokenizer.get_added_vocab()			)			)
	@unittest.skip('''Skip this test while all models are still to be uploaded.'''			)
	def 		_lowercase    (			self    :     Union[str, Any]			)			->	str:
					pass
	def 		_lowercase    (			self    :     Any			)			->	List[Any]:
					lowercase_	    =   self.get_tokenizer()

					lowercase_	    =   tokenizer.tokenize('''This is a test'''			)
					self.assertListEqual(SCREAMING_SNAKE_CASE_			,				['''▁This''', '''▁is''', '''▁a''', '''▁t''', '''est''']			)

					self.assertListEqual(
					    tokenizer.convert_tokens_to_ids(SCREAMING_SNAKE_CASE_			)			,				[2, 3, 4, 5, 6]			,				)

					lowercase_	    =   tokenizer.convert_ids_to_tokens([2, 3, 4, 5, 6]			)
					self.assertListEqual(SCREAMING_SNAKE_CASE_			,				['''▁This''', '''▁is''', '''▁a''', '''▁t''', '''est''']			)

					lowercase_	    =   tokenizer.convert_tokens_to_string(SCREAMING_SNAKE_CASE_			)
					self.assertEqual(SCREAMING_SNAKE_CASE_			,				'''This is a test'''			)




	@slow
	def 		_lowercase    (			self    :     Dict			)			->	Optional[Any]:
					# fmt: off
					lowercase_	    =   {'''input_ids''': [[1_2_8_0_2_2, 1_1_0_1_0_8, 3_9_7, 1_1, 3_8_2_7_2, 2_2_4_7, 1_2_4_8_1_1, 2_8_5, 1_8_1_0_5, 1_5_8_6, 2_0_7, 7, 3_9_5_3_4, 4_4_2_8, 3_9_7, 1_0_1_9, 1_8_1_0_5, 1_5_8_6, 2_0_7, 7, 4_1_3_3_7, 1_6_7_8_6, 2_4_1, 7, 2_0_2_1_4, 1_7, 1_2_5_6_9_0, 1_0_3_9_8, 7, 4_4_3_7_8, 5_8_0_6_9, 6_8_3_4_2, 7_7_9_8, 7_3_4_3, 1_1, 2_9_9, 3_3_3_1_0, 4, 1_5_8, 3_7_3_5_0, 9_4_0_7_7, 4_5_6_9, 2_9_9, 3_3_3_1_0, 9_0, 4, 5_2_8_4_0, 2_9_0, 4, 3_1_2_7_0, 1_1_2, 2_9_9, 6_8_2, 4, 5_2_8_4_0, 3_9_9_5_3, 1_4_0_7_9, 1_9_3, 5_2_5_1_9, 9_0_8_9_4, 1_7_8_9_4, 1_2_0_6_9_7, 1_1, 4_0_4_4_5, 5_5_1, 1_7, 1_0_1_9, 5_2_5_1_9, 9_0_8_9_4, 1_7_7_5_6, 9_6_3, 1_1, 4_0_4_4_5, 4_8_0, 1_7, 9_7_9_2, 1_1_2_0, 5_1_7_3, 1_3_9_3, 6_2_4_0, 1_6_7_8_6, 2_4_1, 1_2_0_9_9_6, 2_8, 1_2_4_5, 1_3_9_3, 1_1_8_2_4_0, 1_1_1_2_3, 1_0_1_9, 9_3_6_1_2, 2_6_9_1, 1_0_6_1_8, 9_8_0_5_8, 1_2_0_4_0_9, 1_9_2_8, 2_7_9, 4, 4_0_6_8_3, 3_6_7, 1_7_8, 2_0_7, 1_0_1_9, 1_0_3, 1_0_3_1_2_1, 5_0_6, 6_5_2_9_6, 5, 2], [1_2_8_0_2_2, 2_1_2_1_7, 3_6_7, 1_1_7, 1_2_5_4_5_0, 1_2_8, 7_1_9, 7, 7_3_0_8, 4_0, 9_3_6_1_2, 1_2_6_6_9, 1_1_1_6, 1_6_7_0_4, 7_1, 1_7_7_8_5, 3_6_9_9, 1_5_5_9_2, 3_5, 1_4_4, 9_5_8_4, 2_4_1, 1_1_9_4_3, 7_1_3, 9_5_0, 7_9_9, 2_2_4_7, 8_8_4_2_7, 1_5_0, 1_4_9, 1_1_8_8_1_3, 1_2_0_7_0_6, 1_0_1_9, 1_0_6_9_0_6, 8_1_5_1_8, 2_8, 1_2_2_4, 2_2_7_9_9, 3_9_7, 5, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1_2_8_0_2_2, 1_6_5_8, 1_2_3_3_1_1, 5_1_5_5, 5_5_7_8, 4_7_2_2, 2_7_9, 1_4_9_4_7, 2_3_6_6, 1_1_2_0, 1_1_9_7, 1_4, 1_3_4_8, 9_2_3_2, 5, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]], '''attention_mask''': [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
					# fmt: on

					self.tokenizer_integration_test_util(
					    expected_encoding=SCREAMING_SNAKE_CASE_			,				model_name='''facebook/m2m100_418M'''			,				revision='''c168bae485c864188cf9aa0e4108b0b6934dc91e'''			,				)

@require_torch
@require_sentencepiece
@require_tokenizers
class 					lowercase__(							unittest.TestCase				):



	"""simple docstring"""




	a     :Any       	=      'facebook/m2m100_418M'
	a     :Tuple       	=      [
	    'In my opinion, there are two levels of response from the French government.',
	    'NSA Affair Emphasizes Complete Lack of Debate on Intelligence',
	]
	a     :Dict       	=      [
	    'Selon moi, il y a deux niveaux de réponse de la part du gouvernement français.',
	    'L\'affaire NSA souligne l\'absence totale de débat sur le renseignement',
	]

	# fmt: off
	a     :List[str]       	=      [EN_CODE, 593, 1_949, 115_781, 4, 71_586, 4_234, 60_633, 126_233, 432, 123_808, 15_592, 1_197, 117_132, 120_618, 5, 2]
	@classmethod
	def 		_lowercase    (			cls    :     Union[str, Any]			)			->	Tuple:
					lowercase_	    =   MaMaaaTokenizer.from_pretrained(
					    cls.checkpoint_name			,				src_lang='''en'''			,				tgt_lang='''fr'''			)
					lowercase_	    =   1
					return cls
	def 		_lowercase    (			self    :     Optional[Any]			)			->	str:
					self.assertEqual(self.tokenizer.get_lang_id('''ar'''			)			,				1_2_8_0_0_6			)
					self.assertEqual(self.tokenizer.get_lang_id('''en'''			)			,				1_2_8_0_2_2			)
					self.assertEqual(self.tokenizer.get_lang_id('''ro'''			)			,				1_2_8_0_7_6			)
					self.assertEqual(self.tokenizer.get_lang_id('''mr'''			)			,				1_2_8_0_6_3			)
	def 		_lowercase    (			self    :     Dict			)			->	str:
					lowercase_	    =   self.tokenizer.get_vocab()
					self.assertEqual(len(SCREAMING_SNAKE_CASE_			)			,				self.tokenizer.vocab_size			)
					self.assertEqual(vocab['''<unk>''']			,				3			)
					self.assertIn(self.tokenizer.get_lang_token('''en'''			)			,				SCREAMING_SNAKE_CASE_			)
	def 		_lowercase    (			self    :     Tuple			)			->	List[str]:
					lowercase_	    =   '''en'''
					lowercase_	    =   self.tokenizer.batch_encode_plus(self.src_text			).input_ids[0]
					self.assertListEqual(self.expected_src_tokens			,				SCREAMING_SNAKE_CASE_			)
	def 		_lowercase    (			self    :     Tuple			)			->	Union[str, Any]:
					self.assertIn(SCREAMING_SNAKE_CASE_			,				self.tokenizer.all_special_ids			)
					# fmt: off
					lowercase_	    =   [FR_CODE, 5_3_6_4, 8_2, 8_6_4_2, 4, 2_9_4, 4_7, 8, 1_4_0_2_8, 1_3_6, 3_2_8_6, 9_7_0_6, 6, 9_0_7_9_7, 6, 1_4_4_0_1_2, 1_6_2, 8_8_1_2_8, 3_0_0_6_1, 5, 2]
					# fmt: on
					lowercase_	    =   self.tokenizer.decode(SCREAMING_SNAKE_CASE_			,				skip_special_tokens=SCREAMING_SNAKE_CASE_			)
					lowercase_	    =   self.tokenizer.decode(generated_ids[1:]			,				skip_special_tokens=SCREAMING_SNAKE_CASE_			)
					self.assertEqual(SCREAMING_SNAKE_CASE_			,				SCREAMING_SNAKE_CASE_			)
					self.assertNotIn(self.tokenizer.eos_token			,				SCREAMING_SNAKE_CASE_			)
	def 		_lowercase    (			self    :     Optional[Any]			)			->	Union[str, Any]:
					lowercase_	    =   tempfile.mkdtemp()
					lowercase_	    =   self.tokenizer.lang_token_to_id
					self.tokenizer.save_pretrained(SCREAMING_SNAKE_CASE_			)
					lowercase_	    =   MaMaaaTokenizer.from_pretrained(SCREAMING_SNAKE_CASE_			)
					self.assertDictEqual(new_tok.lang_token_to_id			,				SCREAMING_SNAKE_CASE_			)
	@require_torch
	def 		_lowercase    (			self    :     str			)			->	Tuple:
					lowercase_	    =   '''en'''
					lowercase_	    =   '''fr'''

					lowercase_	    =   self.tokenizer(self.src_text			,				text_target=self.tgt_text			,				padding=SCREAMING_SNAKE_CASE_			,				return_tensors='''pt'''			)

					lowercase_	    =   shift_tokens_right(
					    batch['''labels''']			,				self.tokenizer.pad_token_id			,				self.tokenizer.eos_token_id			)

					for k in batch:
									lowercase_	    =   batch[k].tolist()
					# batch = {k: v.tolist() for k,v in batch.items()}
					# fairseq batch: https://gist.github.com/sshleifer/cba08bc2109361a74ac3760a7e30e4f4
					# batch.decoder_inputs_ids[0][0] ==
					assert batch.input_ids[1][0] == EN_CODE
					assert batch.input_ids[1][-1] == 2
					assert batch.labels[1][0] == FR_CODE
					assert batch.labels[1][-1] == 2
					assert batch.decoder_input_ids[1][:2] == [2, FR_CODE]
	@require_torch
	def 		_lowercase    (			self    :     int			)			->	Tuple:
					lowercase_	    =   '''mr'''
					self.assertListEqual(self.tokenizer.prefix_tokens			,				[self.tokenizer.get_lang_id('''mr'''			)]			)
					self.assertListEqual(self.tokenizer.suffix_tokens			,				[self.tokenizer.eos_token_id]			)

					lowercase_	    =   '''zh'''
					self.assertListEqual(self.tokenizer.prefix_tokens			,				[self.tokenizer.get_lang_id('''zh'''			)]			)
					self.assertListEqual(self.tokenizer.suffix_tokens			,				[self.tokenizer.eos_token_id]			)
	@require_torch
	def 		_lowercase    (			self    :     Optional[Any]			)			->	Optional[Any]:
					lowercase_	    =   '''mr'''
					self.tokenizer._switch_to_target_mode()
					self.assertListEqual(self.tokenizer.prefix_tokens			,				[self.tokenizer.get_lang_id('''mr'''			)]			)
					self.assertListEqual(self.tokenizer.suffix_tokens			,				[self.tokenizer.eos_token_id]			)
					self.tokenizer._switch_to_input_mode()
					self.assertListEqual(self.tokenizer.prefix_tokens			,				[self.tokenizer.get_lang_id(self.tokenizer.src_lang			)]			)

					lowercase_	    =   '''zh'''
					self.tokenizer._switch_to_target_mode()
					self.assertListEqual(self.tokenizer.prefix_tokens			,				[self.tokenizer.get_lang_id('''zh'''			)]			)
					self.assertListEqual(self.tokenizer.suffix_tokens			,				[self.tokenizer.eos_token_id]			)
					self.tokenizer._switch_to_input_mode()
					self.assertListEqual(self.tokenizer.prefix_tokens			,				[self.tokenizer.get_lang_id(self.tokenizer.src_lang			)]			)




	@require_torch
	def 		_lowercase    (			self    :     Optional[int]			)			->	Optional[int]:
					lowercase_	    =   self.tokenizer._build_translation_inputs('''A test'''			,				return_tensors='''pt'''			,				src_lang='''en'''			,				tgt_lang='''ar'''			)

					self.assertEqual(
					    nested_simplify(SCREAMING_SNAKE_CASE_			)			,				{
					        # en_XX, A, test, EOS
					        '''input_ids''': [[1_2_8_0_2_2, 5_8, 4_1_8_3, 2]],
					        '''attention_mask''': [[1, 1, 1, 1]],
					        # ar_AR
					        '''forced_bos_token_id''': 1_2_8_0_0_6,
					    }			,				)












'''simple docstring'''





def __UpperCAmelCase   (					A					:			list		)    ->   list:
			if len(A		) <= 1:
						return lst

			UpperCAmelCase_      :       List[str]          =       1

			while i < len(A		):
						if lst[i - 1] <= lst[i]:
									i += 1
						else:
									UpperCAmelCase_    ,      UpperCAmelCase_      :       Dict          =       lst[i], lst[i - 1]
									i -= 1
									if i == 0:
												UpperCAmelCase_      :       Dict          =       1

			return lst


if __name__ == "__main__":
						_UpperCamelCase						:						int  =					input('Enter numbers separated by a comma:\n').strip()
						_UpperCamelCase						:						Union[str, Any]  =					[int(item) for item in user_input.split(',')]
						print(gnome_sort(unsorted))


